Descriptive Statistics
Hypothesis Testing, Error & Power
t and z Tests
ANOVA
Effect Size and Assumptions
100

The process of ensuring that each member of the population has an equal probability of appearing in the sample

What is random sampling?

100

The goal of almost every research study is to reject this hypothesis.

What is the null hypothesis?

100

Degrees of freedom is directly related to this.

What is the sample size? 

100

Tests conducted after a significant F statistics for an ANOVA.

What are post hoc tests and/or tests of effect size?

100

This measure of effect size calculates the size of the effect in terms of standard deviation units.

What is Cohen’s d?

200

This kind of frequency distribution graph shows the frequencies as bars, with no space between adjacent bars.

What is a histogram?

200

The value of p when you reject the null hypothesis.

What is less than alpha (.05 or 5%)?

200

If the absolute value of our obtained t is greater than the absolute value of our critical t.

What is "rejecting the null hypothesis in a t-test"?

200

The approximate value of your obtained F statistic if there is NO effect of your treatment.

What is 1 (or close to 1)?

200

This measure of effect size is used to estimate a range in which the population parameter is likely derived from the sample statistic.

What is a confidence interval?

300

This measure of central tendency reports the mathematical average of a set of scores.

What is the mean?

300

The type of error you may be making if you incorrectly reject the null hypothesis.

What is Type I error?

300

The shape that a t distribution resembles as N increases.

What is the normal distribution (or z distribution)?

300

Since everyone within a particular group receives the same treatment, this is what within-variability is affected by in an experiment.

What is error (or chance)?

300

The symbol for the coefficient of determination.

What is r2?

400

This type of measurement is involved when you are measuring a person’s age (years).

What is a ratio scale?

400

This is the other name for the standard deviation of the sampling distribution of the means.

What is the standard error?

400

The approximate value of the obtained t statistic if there is NO effect of your treatment.

What is 0 (or close to 0)?

400

The top of the F ratio.

What is between-group variability, MSbetween, or treatment plus error?

400

These are the two critical assumptions for a t-test.

What is normality and independence?

500

The purpose of these is to transform raw scores into a common unit of measurement.

What are z scores?

500

This is what is minimized when power is maximized. (Hint: 1-power = ?)

What is beta or the probability of making a type II error?

500

The degrees of freedom for a test comparing blood pressure scores for a new medication compared to a placebo, where 20 participants received the new medication and 24 received the placebo.

What is 42?

500

If n = 10, k = 4, and N = 40, what is the value of dfTreatment?

What is 3?

500

This is what you can conclude about effect size from a significant statistical test.

What is nothing?